Triple
T3702531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walapai language |
E80812
|
entity |
| Predicate | languageFamilyHigher |
P35117
|
FINISHED |
| Object | Hokan (proposed) |
E315773
|
NE FINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Hokan (proposed) | Statement: [Walapai language, languageFamilyHigher, Hokan (proposed)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hokan (proposed) Context triple: [Walapai language, languageFamilyHigher, Hokan (proposed)]
-
A.
Hokan (proposed)
chosen
Hokan (proposed) is a hypothesized but controversial language family grouping several indigenous languages of the western United States and Mexico based on suggested historical relationships.
-
B.
Chukchansi
Chukchansi is a Native American language variety traditionally spoken by the Chukchansi Yokuts people of central California.
-
C.
Khasian
Khasian is a branch of the Austroasiatic language family comprising several related languages spoken primarily in the northeastern region of India, especially in Meghalaya.
-
D.
Hachuamish
Hachuamish is a traditional clan or band within the Duwamish people, an Indigenous Coast Salish group native to the Seattle area of Washington State.
-
E.
Kaiapoi
Kaiapoi is a town in the Waimakariri District of Canterbury, New Zealand, known historically as a river port and service center for the surrounding rural area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: languageFamilyHigher Context triple: [Walapai language, languageFamilyHigher, Hokan (proposed)]
-
A.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
-
B.
languageFamilyOf
chosen
Indicates that one entity is the language family to which the other entity (a specific language) belongs.
-
C.
languageFamilyAssociated
Indicates that there is an association or connection between a language and a particular language family.
-
D.
languageFamilyAssociation
Indicates an association where one entity belongs to, is classified under, or is related to a particular language family.
-
E.
languageOfFamily
Indicates the language or languages commonly used or associated with a particular family.
- F. None of above.
Provenance (4 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc54925b48190b23d2a14ef825abc |
completed | March 8, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4cdf53190819098529d11a5a3c7a8 |
completed | March 14, 2026, 2:54 a.m. |
| PD | Predicate disambiguation | batch_69adb84eeca48190bb4de637e9f0e27a |
completed | March 8, 2026, 5:56 p.m. |
Created at: March 8, 2026, 3:33 p.m.